Health services utilization in the Brazilian Amazon: panel of two cross-sectional studies

Authors

DOI:

https://doi.org/10.11606/s1518-8787.2022056003663

Keywords:

Adult, Health Services Accessibility, Health Care Quality, Access, and Evaluation, Health Services Coverage, trends.

Abstract

OBJECTIVE: To investigate the use of health services among adults living in Manaus, Amazonas.

METHODS: This was a panel of two cross-sectional studies conducted in Manaus in 2015 and 2019. Individuals aged ≥ 18 years were selected by probabilistic sampling and interviewed at home. The study outcomes were doctor visits and      hospitalizations in the previous 12 months, and unmet surgical needs. Variations between 2015 and 2019 were tested using chi-squared goodness-of-fit test. Poisson regression with robust variance was employed to calculate the prevalence ratios (PR) of the outcomes with 95% confidence intervals (95%CI).

RESULTS: The surveys included 5,800 participants in total. Visits to the doctor decreased from 2015 (78.7%) to 2019 (76.3%; p < 0.001), hospital admissions increased from 2015 (7.9%) to 2019 (11.5%; p < 0.001), and unmet surgical needs decreased in the period (15.9% to 12.1%; p < 0.001). These variations were particularly observed in vulnerable individuals – sicker; poorer; non-whites; and those belonging to lower social classes, with less access to education, formal jobs, and health insurance (p < 0.05). Doctor visits were higher in people with fair health status (PR = 1.09; 95%CI 1.06–1.12), health insurance (PR = 1.13; 95%CI 1.09–1.17), and chronic diseases (p < 0.001) but lower in men (PR = 0.87; 95%CI 0.84–0.90) and informal workers (PR = 0.89; 95%CI 0.84–0.94). Hospitalizations were higher in people with worse health statuses (p < 0.001), without partners (PR = 1.27; 95%CI 1.05–1.53), and with multimorbidity (PR = 1.68; 95%CI 1.33–2.12) but lower in men (PR = 0.55; 95%CI 0.44–0.68), older adults (p < 0.001), informal workers (PR = 0.67; 95%CI 0.51–0.89), and unemployed (PR = 0.72; 95%CI 0.53–0.97). Unmet surgical needs were higher in older adults (p < 0.001), middle-class people (PR = 1.24; 95%CI 1.01–1.55), worse health statuses (p < 0.001), and chronic diseases (p < 0.001) but lower in men (PR = 0.76; 95%CI 0.65–0.86).

CONCLUSIONS: From 2015 to 2019, less people visited the doctor, more were admitted to hospitals, and less were in need of surgery or aware of that need, potentially indicating poorer access to health services.

References

Alves JFS, Martins MAC, Borges FT, Silveira C, Muraro AP. Use of health services by Haitian immigrants in Cuiabá-Mato Grosso, Brazil. Cienc Saude Coletiva. 2019;24(12):4677-86. https://doi.org/10.1590/1413-812320182412.32242017

Travassos C, Martins M. [A review of concepts in health services access and utilization]. Cad Saude Publica. 2004;20 Suppl 2:S190-8. Portuguese. https://doi.org/10.1590/s0102-311x2004000800014

Rocha JVM, Sarmento J, Moita B, Marques AP, Santana R. Comparative research aspects on hospitalizations for ambulatory care sensitive conditions: the case of Brazil and Portugal. Cienc Saude Coletiva. 2020;25(4):1375-88. https://doi.org/10.1590/1413-81232020254.13502019

Acharya S, Ghimire S, Jeffers EM, Shrestha N. Health care utilization and health care expenditure of Nepali older adults. Front Public Health. 2019;7:24. https://doi.org/10.3389/fpubh.2019.00024

Barreto ML, Rasella D, Machado DB, Aquino R, Lima D, Garcia LP, et al. Monitoring and evaluating progress towards Universal Health Coverage in Brazil. PLoS Med. 2014;11(9):e1001692. https://doi.org/10.1371/journal.pmed.1001692

Araújo MEA, Silva MT, Andrade KRC, Galvão TF, Pereira MG. Prevalence of health services utilization in Brazil: a systematic review and meta-analysis. Epidemiol Serv Saude. 2017;26(3):589-604. https://doi.org/10.5123/S1679-49742017000300016

Boccolini CS, Souza Junior PRB. Inequities in Healthcare utilization: results of the Brazilian National Health Survey, 2013. Int J Equity Health. 2016;15(1):150. https://doi.org/10.1186/s12939-016-0444-3

Stopa SR, Malta DC, Monteiro CN, Szwarcwald CL, Goldbaum M, Cesar CLG. Use of and access to health services in Brazil, 2013 National Health Survey. Rev Saude Publica. 2017;51 Suppl 1:3s. https://doi.org/10.1590/S1518-8787.2017051000074

Garnelo L. Specificities and challenges of public health policies in the Brazilian Amazon. Cad Saude Publica. 2019;35(12):e00220519. https://doi.org/10.1590/0102-311X00220519

Araujo MEA, Silva MT, Galvão TF, Pereira MG. Prevalence of health services usage and associated factors in the Amazon region of Brazil: a population-based cross-sectional study. BMJ Open. 2017;7(11):e017966. https://doi.org/10.1136/bmjopen-2017-017966

Ferreira PGS, Galvão TF, Silva MT. Pent-up demand for surgery in the Manaus metropolitan region: a population-based cross-sectional study. Medicine (Baltimore). 2017;96(31):e7660. https://doi.org/10.1097/MD.0000000000007660

Machado CV, Silva GA. Political struggles for a universal health system in Brazil: successes and limits in the reduction of inequalities. Global Health. 2019;15:77. https://doi.org/10.1186/s12992-019-0523-5

Souza LEPF. The right to health in Brazil: a Constitutional guarantee threatened by fiscal austerity. J Public Health Policy. 2017;38(4):493-502. https://doi.org/10.1057/s41271-017-0083-y

Francesconi GV, Tasca R, Basu S, Rocha TAH, Rasella D. Mortality associated with alternative policy options for primary care and the Mais Medicos (More Doctors) Program in Brazil: forecasting future scenarios. Rev Panam Salud Publica. 2020;44:e31. https://doi.org/10.26633/RPSP.2020.31

Silva MT, Galvão TF. Use of health services among adults living in Manaus Metropolitan Region, Brazil: population-based survey, 2015. Epidemiol Serv Saude. 2017;26(4):725-34. https://doi.org/10.5123/S1679-49742017000400005

Silva MT, Nunes BP, Galvao TF. Use of health services by adults in Manaus, 2019: protocol of a population-based survey. Medicine (Baltimore). 2019;98(21):e15769. https://doi.org/10.1097/MD.0000000000015769

Instituto Brasileiro de Geografia e Estatística. Cidades: Manaus. Rio de Janeiro: IBGE; 2018 [cited 2021 Jul 17]. Available from: https://cidades.ibge.gov.br/brasil/am/manaus/panorama

United Nations Development Programme. Atlas of Human Development in Brazil. Manaus, AM: UNDP; Institute of Applied Economic Research (IPEA); João Pinheiro Foundation; 2013 Available from: http://www.atlasbrasil.org.br/

Scheffer M. Demografia Médica no Brasil 2018. São Paulo, SP: FMUSP, CFM, Cremesp; 2018.

Galvao TF, Tiguman GMB, Caicedo Roa M, Silva MT. Inequity in utilizing health services in the Brazilian Amazon: A population-based survey, 2015. Int J Health Plann Manage. 2019;34(4):e1846-e1853. https://doi.org/10.1002/hpm.2902

Tiguman GMB, Silva MT, Galvão TF. Consumption and lack of access to medicines and associated factors in the Brazilian Amazon: a cross-sectional study, 2019. Front Pharmacol. 2020;11:586559. https://doi.org/10.3389/fphar.2020.586559

Associação Brasileira de Empresas de Pesquisa. Critérios Brasileiros de Classificação Econômica 2015. São Paulo: ABEP; 2015 [cited 2021 Jul 17]. Available from: http://www.abep.org/criterio-brasil

Associação Brasileira de Empresas de Pesquisa. Critérios Brasileiros de Classificação Econômica 2018. São Paulo: ABEP; 2018 [cited 2021 Jul 17]. Available from: http://www.abep.org/criterio-brasil

Hone T, Mirelman AJ, Rasella D, Paes-Sousa R, Barreto ML, Rocha R, et al. Effect of economic recession and impact of health and social protection expenditures on adult mortality: a longitudinal analysis of 5565 Brazilian municipalities. Lancet Glob Health. 2019;7(11):e1575-83. https://doi.org/10.1016/S2214-109X(19)30409-7

Giovanella L, Franco CM, Almeida PF. National Primary Health Care Policy: where are we headed to? Cienc Saude Coletiva. 2020;25(4):1475-82. https://doi.org/10.1590/1413-81232020254.01842020

Doniec K, Dall'Alba R, King L. Brazil's health catastrophe in the making. Lancet. 2018;392(10149):731-2. https://doi.org/10.1016/S0140-6736(18)30853-5

Tiguman GMB, Silva MT, Galvão TF. Use and self-medication with antibiotics among adults in the Brazilian Amazon: a panel of two cross-sectional studies, 2015 and 2019. Expert Rev Anti Infect Ther. 2020;18(12)1263-70. https://doi.org/10.1080/14787210.2020.1798228

Alonso N, Massenburg BB, Galli R, Sobrado L, Birolini D. Surgery in Brazilian Health Care: funding and physician distribution. Rev Col Bras Cir. 2017;44(2):202-7. https://doi.org/10.1590/0100-69912017002016

Covre ER, Melo WA, Tostes MFP, Fernandes CAM. Trend of hospitalizations and mortality from surgical causes in Brazil, 2008 to 2016. Rev Col Bras Cir. 2019;46(1):e1979. https://doi.org/10.1590/0100-6991e-20191979

Meara JG, Leather AJM, Hagander L, Alkire BC, Alonso N, Ameh EA, et al. Global Surgery 2030: evidence and solutions for achieving health, welfare, and economic development. Lancet. 2015;386(9993):569-624. https://doi.org/10.1016/S0140-6736(15)60160-X

Galvão TF, Tiguman GMB, Costa Filho DB, Silva MT. Waiting time and medical consultation length in the Manaus metropolitan region, Brazil: a cross-sectional, population-based study, 2015. Epidemiol Serv Saude. 2020;29(4):e2020026. http://doi.org/10.5123/s1679-49742020000400014

Galvão TF, Tiguman GMB, Antonio BVR, Alencar RRFR, Garcia LP, Silva MT. Perceived discrimination in health services and associated factors in Manaus Metropolitan Region, Brazil: a cross-sectional population-based study. Ethn Health. 2020 Sept 10:1-11. https://doi.org/10.1080/13557858.2020.1817341 Epub ahead of print

Santos IS, Vieira FS. The Right to healthcare and fiscal austerity: the Brazilian case from an international perspective. Cienc Saude Coletiva. 2018;23(7):2303-14. https://doi.org/10.1590/1413-81232018237.09192018

Paes-Sousa R, Schramm JMA, Mendes LVP. Fiscal austerity and the health sector: the cost of adjustments. Cienc Saude Coletiva. 2019;24(12):4375-84. https://doi.org/10.1590/1413-812320182412.23232019

Orellana JDY, Cunha GM, Marrero L, Horta BL, Leite IC. Explosion in mortality in the Amazonian epicenter of the COVID-19 epidemic 19. Cad Saude Publica. 2020;36(7):e00120020. https://doi.org/10.1590/0102-311X00120020

Zanesco C, Bordin D, Santos CB, Müller EV, Fadel CB. Factors determining the negative perception of the health of Brazilian elderly people. Rev Bras Geriat Gerontol. 2018;21(3):283-92. https://doi.org/10.1590/1981-22562018021.170210

Malta DC, Bernal RTI, Lima MG, Araújo SSC, Silva MMA, Freitas MIF, et al. Noncommunicable diseases and the use of health services: analysis of the National Health Survey in Brazil. Rev Saude Publica. 2017;51 Suppl 1:4s. https://doi.org/10.1590/S1518-8787.2017051000090

Yoon YS, Jung B, Kim D, Ha IH. Factors underlying unmet medical needs: a cross-sectional study. Int J Environ Res Public Health. 2019;16(13):2391. https://doi.org/10.3390/ijerph16132391

Castiglione D, Lovasi GS, Carvalho MS. Perceptions and uses of public and private health care in a Brazilian favela. Qual Health Res. 2018;28(1):159-72. https://doi.org/10.1177/1049732317739611

Costa Filho DB, Galvão TF, Kelles SMB, Silva MT. Access to private health insurance in the metropolitan region of Manaus, AM, Brazil, in 2015: a cross-sectional population-based study. Epidemiol Serv Saude. 2020;29(1):e2018414. https://doi.org/10.5123/S1679-49742020000100001

Almeida LMS, Ferreira LS, Teixeira TP, Dumith SC. Factors associated with not consulting a physician in the 12 months prior to interview with adults and elderly in the city of Rio Grande, Rio Grande do Sul, Brazil, 2016: a cross-sectional study. Epidemiol Serv Saude. 2020;29(1):e2018399. https://doi.org/10.5123/S1679-49742020000100004

Mauvais-Jarvis F, Merz NB, Barnes PJ, Brinton RD, Carrero JJ, DeMeo DL, et al. Sex and gender: modifiers of health, disease, and medicine. Lancet. 2020;396(10250):565-82. https://doi.org/10.1016/S0140-6736(20)31561-0

Levorato CD, Mello LM, Silva AS, Nunes AA. [Factors associated with the demand for health services from a gender-relational perspective]. Cienc Saude Coletiva. 2014;19(4):1263-74. Portuguese. https://doi.org/10.1590/1413-81232014194.01242013

Pinkhasov RM, Wong J, Kashanian J, Lee M, Samadi DB, Pinkhasov MM, et al. Are men shortchanged on health? Perspective on health care utilization and health risk behavior in men and women in the United States. Int J Clin Pract. 2010;64(4):475-87. https://doi.org/10.1111/j.1742-1241.2009.02290.x

Etienne CF. Addressing masculinity and men's health to advance universal health and gender equality. Rev Panam Salud Publica. 2018;42:e196. https://doi.org/10.26633/RPSP.2018.196

Hiller J, Schatz K, Drexler H. Gender influence on health and risk behavior in primary prevention: a systematic review. J Public Health. 2017;25(4):339-49. https://doi.org/10.1007/s10389-017-0798-z

Lima-Costa MF, Matos DL, Camargos VP, Macinko J. [10-year trends in the health of Brazilian elderly: evidence from the National Household Sample Survey (PNAD 1998, 2003, 2008)]. Cienc Saude Coletiva. 2011;16(9):3689-96. Portuguese. https://doi.org/10.1590/s1413-81232011001000006

Sun JK, Smith J. Self-perceptions of aging and perceived barriers to care: reasons for health care delay. Gerontologist. 2017;57 Suppl 2:S216-26. https://doi.org/10.1093/geront/gnx014

Miranda GMD, Mendes ACG, Silva ALA. Population aging in Brazil: current and future social challenges and consequences. Rev Bras Geriatr Gerontol. 2016;19(3):507-19. https://doi.org/10.1590/1809-98232016019.150140

Miquilin IOC, Marín-León L, Monteiro MI, Corrêa Filho HR. [Inequalities in health services access and use among formal, informal, and unemployed workers, based on data from the Brazilian National Household Sample Survey, 2008]. Cad Saude Publica. 2013;29(7):1392-406. Portuguese. https://doi.org/10.1590/s0102-311x2013000700013

Tiguman GMB, Caicedo-Roa M, Silva MT, Galvão TF. Occupational exposures and health-related quality of life in the Manaus Metropolitan Region, Amazonas State, Brazil: a cross-sectional study. Cad Saude Publica. 2020;36(12):e00074520. https://doi.org/10.1590/0102-311X00074520

Downloads

Published

2022-02-10

Issue

Section

Original Articles

How to Cite

Tiguman, G. M. B., Silva, M. T., & Galvão, T. F. (2022). Health services utilization in the Brazilian Amazon: panel of two cross-sectional studies. Revista De Saúde Pública, 56, 2. https://doi.org/10.11606/s1518-8787.2022056003663